// Copyright (c) Microsoft Corporation.
// Licensed under the MIT License.

import { IExplanationDashboardData } from "@responsible-ai/core-ui";

export const automlMimicAdult: IExplanationDashboardData = {
  dataSummary: {
    classNames: [" <=50K", " >50K"],
    featureNames: [
      "Column1",
      "Column2",
      "Column3",
      "Column4",
      "Column5",
      "Column6",
      "Column7",
      "Column8",
      "Column9",
      "Column10",
      "Column11",
      "Column12",
      "Column13",
      "Column14"
    ]
  },
  modelInformation: { method: "classifier", modelClass: "blackbox" },
  precomputedExplanations: {
    localFeatureImportance: {
      intercept: [2.017027712531668, -2.017027712531668],
      scores: [
        [
          [
            0.3983844330617047, -0.007446859076005137, -0.011284607644183499,
            -0.011639590771705607, 0.13797249559423214, 1.1299295633569393,
            0.10483989218975776, -0.07662816714907031, -0.00990259974787941,
            0.19384559313235822, 0.1231644403583161, 0.029931112742487255,
            0.15630157046311205, -0.011875052435833713
          ],
          [
            0.9121102147381127, -0.014893369015455753, 0.06288009358930821,
            0.03236953362735648, -0.7303862839495617, 1.3777566009250506,
            -0.2314539971140443, -0.13337987246139965, -0.00350515816823669,
            0.11738792312770502, 0.1388117775371375, 0.0349846964039984,
            0.39774693763619484, -0.008223446249958626
          ],
          [
            -0.6909525158636243, -0.21172909591586708, -0.00018149000874417652,
            0.024230902003562402, -0.8473793466799153, 1.0482247382115149,
            -0.23459771884396824, -0.0845509300999351, 0.11065070705422428,
            0.22189543376231105, 0.17377892670293218, 0.03111581380124407,
            0.09564100246642705, -0.010629925467898777
          ],
          [
            0.036326586279450464, -0.010689275128596845, -0.011500723210033805,
            0.009429516614012744, -0.8029923787291721, 1.4041147883221359,
            0.24399358737609791, -0.10397518612882117, -0.01158925720009654,
            0.1805276579046236, 0.18477344522408906, 0.0351527694385445,
            0.1650821745932958, -0.01170048391572412
          ],
          [
            0.03111701839051829, 0.12687720782761477, -0.008625702891362825,
            -0.010628941903024491, 0.16465828862577583, 0.8764196131226375,
            0.045151988362574516, -0.11176953189415802, -0.007084609045849493,
            -0.1475309269363674, 0.4252504847221428, 0.03137305059960977,
            -0.6207376822287531, -0.010903900381217699
          ]
        ],
        [
          [
            -0.3983844330617047, 0.007446859076005137, 0.011284607644183499,
            0.011639590771705607, -0.13797249559423214, -1.1299295633569393,
            -0.10483989218975776, 0.07662816714907031, 0.00990259974787941,
            -0.19384559313235822, -0.1231644403583161, -0.029931112742487255,
            -0.15630157046311205, 0.011875052435833713
          ],
          [
            -0.9121102147381127, 0.014893369015455753, -0.06288009358930821,
            -0.03236953362735648, 0.7303862839495617, -1.3777566009250506,
            0.2314539971140443, 0.13337987246139965, 0.00350515816823669,
            -0.11738792312770502, -0.1388117775371375, -0.0349846964039984,
            -0.39774693763619484, 0.008223446249958626
          ],
          [
            0.6909525158636243, 0.21172909591586708, 0.00018149000874417652,
            -0.024230902003562402, 0.8473793466799153, -1.0482247382115149,
            0.23459771884396824, 0.0845509300999351, -0.11065070705422428,
            -0.22189543376231105, -0.17377892670293218, -0.03111581380124407,
            -0.09564100246642705, 0.010629925467898777
          ],
          [
            -0.036326586279450464, 0.010689275128596845, 0.011500723210033805,
            -0.009429516614012744, 0.8029923787291721, -1.4041147883221359,
            -0.24399358737609791, 0.10397518612882117, 0.01158925720009654,
            -0.1805276579046236, -0.18477344522408906, -0.0351527694385445,
            -0.1650821745932958, 0.01170048391572412
          ],
          [
            -0.03111701839051829, -0.12687720782761477, 0.008625702891362825,
            0.010628941903024491, -0.16465828862577583, -0.8764196131226375,
            -0.045151988362574516, 0.11176953189415802, 0.007084609045849493,
            0.1475309269363674, -0.4252504847221428, -0.03137305059960977,
            0.6207376822287531, 0.010903900381217699
          ]
        ]
      ]
    }
  }
};
